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The circumstances surrounding the story of John Snow and the Broad Street pump are explained on this website supported by the Science Museum. Making the Modern World
Putting 'Snow Broad Street Pump ' into Google will bring up even more information.
And this article gives more background on Understanding Hypotheses .